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Computer Science - Artificial Intelligence | Web Service Mining - Application to Discoveries of Biological Pathways

Web Service Mining

Application to Discoveries of Biological Pathways

Zheng, George, Bouguettaya, Athman

2010, XVI, 136 p.

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  • Offers close analysis of issues related to service mining on the Web
  • Presents a novel application of service modeling and mining methodologies to the discovery of biological pathways
  • Addresses the need for early exposure of opportunities for composing interesting and useful services in the absence of specific user goals
Web Service Mining: Application to Discoveries of Biological Pathways presents the major issues and solutions to mining services on the Web. This book focuses specifically on a reference framework for Web service mining that is inspired by molecular recognition and the drug discovery process; known as a molecular-based approach. Web Service Mining: Application to Discoveries of Biological Pathways applies the service mining framework and techniques back to biological processes for the discovery of biological pathways. It links various processes that are involved in an interaction network, as well as provides performance benchmarks for assessing web service mining techniques and algorithms. About this book: • Presents in-depth analysis of issues related to service mining on the Web. • Includes a novel application of service modeling and mining methodologies to the discovery of biological pathways. Web Service and Mining: Application to Discoveries of Biological Pathways is designed for researchers and practitioners working in the web service oriented computing industry. This book is also suitable for advanced-level students in computer science and biology as a secondary text or reference book.

Content Level » Research

Keywords » Performance - Text - Web Services - algorithms - biological pathways - cognition - modeling - web mining - web service

Related subjects » Artificial Intelligence - Computer Science - Database Management & Information Retrieval - Image Processing - Security and Cryptology

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